Yujia Bao

Learning Stable Classifiers by Transferring Unstable Features

2021 · arXiv (Cornell University)

While unbiased machine learning models are essential for many applications, bias is a human-defined concept that can vary across tasks. Given only input-label pairs, algorithms may lack sufficient information to distinguish stable (causal) features from …